Análise de ANOVA

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Anova Fator 1
	Anova: fator único
	RESUMO
	Grupo	Contagem	Soma	Média	Variância
	Desemprego	25	186.2	7.448	3.1859333333
	Número de armas	25	2440	97.6	526.75
	Taxa de suicídio	25	361.3	14.452	11.0826
	ANOVA
	Fonte da variação	SQ	gl	MQ	F	valor-P	F crítico
	Entre grupos	125750.241866667	2	62875.1209333334	348.6486158576	9.21679152213787E-38	3.1239074485
	Dentro dos grupos	12984.4448	72	180.3395111111
	Total	138734.686666667	74
Plan1
	Ano	desemprego	num_armas	tx_suicidio
	1970	4.5	39	12.8
	1971	4.6	64	18.4
	1972	5.1	69	9.3
	1973	5.3	75	12.4
	1974	5.6	80	11.3
	1975	5.7	80	18.7
	1976	5.7	86	9.6
	1977	6.4	87	13
	1978	6.5	88	13.4
	1979	6.9	91	16.3
	1980	6.9	91	14
	1981	7.3	99	15.8
	1982	7.4	102	11.7
	1983	7.6	102	10.5
	1984	8	104	13.1
	1985	8.4	106	15.3
	1986	8.4	108	9.4
	1987	8.6	108	17.5
	1988	9	113	12
	1989	9	114	14.9
	1990	9.8	117	15.3
	1991	9.8	118	19.8
	1992	9.9	120	18.5
	1993	9.9	136	19.4
	1994	9.9	143	18.9
		186.2	2440
NUMERO DE ARMAS 
	RESUMO DOS RESULTADOS
	Estatística de regressão
	R múltiplo	0.4029610582
	R-Quadrado	0.1623776144
	R-quadrado ajustado	0.1259592499
	Erro padrão	3.1123373881
	Observações	25
	ANOVA
		gl	SQ	MQ	F	F de significação
	Regressão	1	43.1895875969	43.1895875969	4.4586739761	0.0457977758
	Resíduo	23	222.7928124031	9.6866440175
	Total	24	265.9824
		Coeficientes	Erro padrão	Stat t	valor-P	95% inferiores	95% superiores	Inferior 95,0%	Superior 95,0%
	Interseção	8.7473178295	2.772428897	3.155109889	0.0044282971	3.0121116924	14.4825239666	3.0121116924	14.4825239666
	Variável X 1	0.0584496124	0.0276808089	2.1115572396	0.0457977758	0.0011874964	0.1157117284	0.0011874964	0.1157117284
	RESULTADOS DE RESÍDUOS				RESULTADOS DE PROBABILIDADE
	Observação	Y previsto	Resíduos		Percentil	Y
	1	11.0268527132	1.7731472868		2	9.3
	2	12.4880930233	5.9119069767		6	9.4
	3	12.7803410853	-3.4803410853		10	9.6
	4	13.1310387597	-0.7310387597		14	10.5
	5	13.4232868217	-2.1232868217		18	11.3
	6	13.4232868217	5.2767131783		22	11.7
	7	13.7739844961	-4.1739844961		26	12
	8	13.8324341085	-0.8324341085		30	12.4
	9	13.8908837209	-0.4908837209		34	12.8
	10	14.0662325581	2.2337674419		38	13
	11	14.0662325581	-0.0662325581		42	13.1
	12	14.5338294574	1.2661705426		46	13.4
	13	14.7091782946	-3.0091782946		50	14
	14	14.7091782946	-4.2091782946		54	14.9
	15	14.8260775194	-1.7260775194		58	15.3
	16	14.9429767442	0.3570232558		62	15.3
	17	15.059875969	-5.659875969		66	15.8
	18	15.059875969	2.440124031		70	16.3
	19	15.352124031	-3.352124031		74	17.5
	20	15.4105736434	-0.5105736434		78	18.4
	21	15.5859224806	-0.2859224806		82	18.5
	22	15.644372093	4.155627907		86	18.7
	23	15.7612713178	2.7387286822		90	18.9
	24	16.6964651163	2.7035348837		94	19.4
	25	17.1056124031	1.7943875969		98	19.8
Variável X 1 Plotagem de resíduos
39	64	69	75	80	80	86	87	88	91	91	99	102	102	104	106	108	108	113	114	117	118	120	136	143	1.7731472868217004	5.9119069767441808	-3.4803410852713199	-0.73103875968992504	-2.1232868217054275	5.2767131782945711	-4.1739844961240333	-0.83243410852713495	-0.4908837209302348	2.2337674418604649	-6.623255813953576	9E-2	1.266170542635658	-3.0091782945736441	-4.2091782945736433	-1.7260775193798459	0.357023255813953	-5.6598759689922478	2.4401240310077519	-3.3521240310077527	-0.51057364341085254	-0.28592248062015457	4.1556279069767452	2.7387286821705423	2.7035348837209305	1.7943875968992273	Variável X 1
Resíduos
Plotagem de probabilidade normal
2	6	10	14	18	22	26	30	34	38	42	46	50	54	58	62	66	70	74	78	82	86	90	94	98	9.3000000000000007	9.4	9.6	10.5	11.3	11.7	12	12.4	12.8	13	13.1	13.4	14	14.9	15.3	15.3	15.8	16.3	17.5	18.399999999999999	18.5	18.7	18.899999999999999	19.399999999999999	19.8	Percentil da amostra
Y
N armas intercepto =0
	RESUMO DOS RESULTADOS
	Estatística de regressão
	R múltiplo	0.9704780113
	R-Quadrado	0.9418275704
	R-quadrado ajustado	0.9001609037
	Erro padrão	3.6470343314
	Observações	25
	ANOVA
		gl	SQ	MQ	F	F de significação
	Regressão	1	5168.269374048	5168.269374048	388.5665740026	6.63178748166123E-16
	Resíduo	24	319.220625952	13.3008594147
	Total	25	5487.49
		Coeficientes	Erro padrão	Stat t	valor-P	95% inferiores	95% superiores	Inferior 95,0%	Superior 95,0%
	Interseção	0	ERROR:#N/A	ERROR:#N/A	ERROR:#N/A	ERROR:#N/A	ERROR:#N/A	ERROR:#N/A	ERROR:#N/A
	Variável X 1	0.1435558604	0.0072826294	19.7120920757	2.48832109665457E-16	0.1285252521	0.1585864686	0.1285252521	0.1585864686
	RESULTADOS DE RESÍDUOS				RESULTADOS DE PROBABILIDADE
	Observação	Y previsto	Resíduos		Percentil	Y
	1	5.5986785546	7.2013214454		2	9.3
	2	9.187575064	9.212424936		6	9.4
	3	9.9053543659	-0.6053543659		10	9.6
	4	10.7666895281	1.6333104719		14	10.5
	5	11.48446883	-0.18446883		18	11.3
	6	11.48446883	7.21553117		22	11.7
	7	12.3458039922	-2.7458039922		26	12
	8	12.4893598526	0.5106401474		30	12.4
	9	12.632915713	0.767084287		34	12.8
	10	13.0635832941	3.2364167059		38	13
	11	13.0635832941	0.9364167059		42	13.1
	12	14.2120301771	1.5879698229		46	13.4
	13	14.6426977582	-2.9426977582		50	14
	14	14.6426977582	-4.1426977582		54	14.9
	15	14.929809479	-1.829809479		58	15.3
	16	15.2169211997	0.0830788003		62	15.3
	17	15.5040329205	-6.1040329205		66	15.8
	18	15.5040329205	1.9959670795		70	16.3
	19	16.2218122224	-4.2218122224		74	17.5
	20	16.3653680827	-1.4653680827		78	18.4
	21	16.7960356639	-1.4960356639		82	18.5
	22	16.9395915242	2.8604084758		86	18.7
	23	17.226703245	1.273296755		90	18.9
	24	19.523597011	-0.123597011		94	19.4
	25	20.5284880336	-1.6284880336		98	19.8
Variável X 1 Plotagem de resíduos
39	64	69	75	80	80	86	87	88	91	91	99	102	102	104	106	108	108	113	114	117	118	120	136	143	7.2013214453757382	9.2124249360012094	-0.60535436587369418	1.6333104718764186	-0.18446882999848668	7.2155311700015119	-2.7458039922483728	0.51064014737664642	0.76708428700166564	3.2364167058767226	0.93641670587672188	1.5879698228768735	-2.9426977582480713	-4.1426977582480706	-1.8298094789980333	8.3078800252005536E-2	-6.1040329204979571	1.9959670795020426	-4.2218122223728614	-1.4653680827478421	-1.4960356638727852	2.8604084757522337	1.2732967550022707	-0.12359701099742892	-1.6284880336222969	Variável X 1
Resíduos
Número de armas- Plotagem de ajuste de linha
Y	39	64	69	75	80	80	86	87	88	91	91	99	102	102	104	106	108	108	113	114	117	118	120	136	143	12.8	18.399999999999999	9.3000000000000007	12.4	11.3	18.7	9.6	13	13.4	16.3	14	15.8	11.7	10.5	13.1	15.3	9.4	17.5	12	14.9	15.3	19.8	18.5	19.399999999999999	18.899999999999999	Y previsto	39	64	69	75	80	80	86	87	88	91	91	99	102	102	104	106	108	108	113	114	117	118	120	136	143	5.5986785546242626	9.1875750639987892	9.9053543658736949	10.766689528123582	11.484468829998487	11.484468829998487	12.345803992248372	12.489359852623354	12.632915712998335	13.063583294123278	13.063583294123278	14.212030177123127	14.642697758248071	14.642697758248071	14.929809478998033	15.216921199747995	15.504032920497957	15.504032920497957	16.221812222372861	16.365368082747842	16.796035663872786	16.939591524247767	17.226703244997729	19.523597010997428	20.528488033622295	Número de armas
Taxa de suicídio
Plotagem de probabilidade normal
2	6	10	14	18	22	26	30	34	38	42	46	50	54	58	62	66	70	74	78	82	86	90	94	98	9.3000000000000007	9.4	9.6	10.5	11.3	11.7	12	12.4	12.8	13	13.1	13.4	14	14.9	15.3	15.3	15.8	16.3	17.5	18.399999999999999	18.5	18.7	18.	899999999999999	19.399999999999999	19.8	Percentil da amostra
Y
Plan2
	num_armas	tx_suicidio
	39	12.8
	64	18.4
	69	9.3
	75	12.4
	80	11.3
	80	18.7
	86	9.6
	87	13
	88	13.4
	91	16.3
	91	14
	99	15.8
	102	11.7
	102	10.5
	104	13.1
	106	15.3
	108	9.4
	108	17.5
	113	12
	114	14.9
	117	15.3
	118	19.8
	120	18.5
	136	19.4
	143	18.9
		Coefificiente de Pearson
		0.4029610582
Taxa de suicídio x Número de armas
39	64	69	75	80	80	86	87	88	91	91	99	102	102	104	106	108	108	113	114	117	118	120	136	143	12.8	18.399999999999999	9.3000000000000007	12.4	11.3	18.7	9.6	13	13.4	16.3	14	15.8	11.7	10.5	13.1	15.3	9.4	17.5	12	14.9	15.3	19.8	18.5	19.399999999999999	18.899999999999999	Número de armas
Taxa de sucídio
DESEMPREGO
	RESUMO DOS RESULTADOS
	Estatística de regressão
	R múltiplo	0.4297562505
	R-Quadrado	0.1846904348
	R-quadrado ajustado0.1492421929
	Erro padrão	3.0706039265
	Observações	25
	ANOVA
		gl	SQ	MQ	F	F de significação
	Regressão	1	49.1244051162	49.1244051162	5.2101437085	0.0320263871
	Resíduo	23	216.8579948838	9.4286084732
	Total	24	265.9824
		Coeficientes	Erro padrão	Stat t	valor-P	95% inferiores	95% superiores	Inferior 95,0%	Superior 95,0%
	Interseção	8.4821371027	2.6865414909	3.1572700929	0.0044055796	2.9246026018	14.0396716036	2.9246026018	14.0396716036
	Variável X 1	0.8015390571	0.3511557937	2.2825739218	0.0320263871	0.0751179521	1.5279601621	0.0751179521	1.5279601621
	RESULTADOS DE RESÍDUOS				RESULTADOS DE PROBABILIDADE
	Observação	Y previsto	Resíduos		Percentil	Y
	1	12.0890628597	0.7109371403		2	9.3
	2	12.1692167654	6.2307832346		6	9.4
	3	12.5699862939	-3.2699862939		10	9.6
	4	12.7302941053	-0.3302941053		14	10.5
	5	12.9707558225	-1.6707558225		18	11.3
	6	13.0509097282	5.6490902718		22	11.7
	7	13.0509097282	-3.4509097282		26	12
	8	13.6119870682	-0.6119870682		30	12.4
	9	13.6921409739	-0.2921409739		34	12.8
	10	14.0127565967	2.2872434033		38	13
	11	14.0127565967	-0.0127565967		42	13.1
	12	14.3333722195	1.4666277805		46	13.4
	13	14.4135261253	-2.7135261253		50	14
	14	14.5738339367	-4.0738339367		54	14.9
	15	14.8944495595	-1.7944495595		58	15.3
	16	15.2150651824	0.0849348176		62	15.3
	17	15.2150651824	-5.8150651824		66	15.8
	18	15.3753729938	2.1246270062		70	16.3
	19	15.6959886166	-3.6959886166		74	17.5
	20	15.6959886166	-0.7959886166		78	18.4
	21	16.3372198623	-1.0372198623		82	18.5
	22	16.3372198623	3.4627801377		86	18.7
	23	16.417373768	2.082626232		90	18.9
	24	16.417373768	2.982626232		94	19.4
	25	16.417373768	2.482626232		98	19.8
Variável X 1 Plotagem de resíduos
4.5	4.5999999999999996	5.0999999999999996	5.3	5.6	5.7	5.7	6.4	6.5	6.9	6.9	7.3	7.4	7.6	8	8.4	8.4	8.6	9	9	9.8000000000000007	9.8000000000000007	9.9	9.9	9.9	0.71093714034610755	6.2307832346355863	-3.2699862939170075	-0.33029410533804615	-1.6707558224696033	5.6490902718198761	-3.4509097281801235	-0.61198706815375736	-0.29214097386427618	2.2872434032936475	-1.2756596706353207E-2	1.4666277804515708	-2.7135261252589498	-4.0738339366799874	-1.7944495595220644	8.4934817635859972E-2	-5.8150651823641404	2.1246270062148209	-3.6959886166272558	-0.7959886166272554	-1.0372198623114102	3.4627801376885898	2.0826262319780717	2.9826262319780703	2.4826262319780703	Variável X 1
Resíduos
Plotagem de probabilidade normal
2	6	10	14	18	22	26	30	34	38	42	46	50	54	58	62	66	70	74	78	82	86	90	94	98	9.3000000000000007	9.4	9.6	10.5	11.3	11.7	12	12.4	12.8	13	13.1	13.4	14	14.9	15.3	15.3	15.8	16.3	17.5	18.399999999999999	18.5	18.7	18.899999999999999	19.399999999999999	19.8	Percentil da amostra
Y
Desemprego intercepto = 0
	RESUMO DOS RESULTADOS
	Estatística de regressão
	R múltiplo	0.9712639983
	R-Quadrado	0.9433537544
	R-quadrado ajustado	0.9016870878
	Erro padrão	3.5988754379
	Observações	25
	ANOVA
		gl	SQ	MQ	F	F de significação
	Regressão	1	5176.6442939834	5176.6442939834	399.6820951709	4.87778839462268E-16
	Resíduo	24	310.8457060166	12.9519044174
	Total	25	5487.49
		Coeficientes	Erro padrão	Stat t	valor-P	95% inferiores	95% superiores	Inferior 95,0%	Superior 95,0%
	Interseção	0	ERROR:#N/A	ERROR:#N/A	ERROR:#N/A	ERROR:#N/A	ERROR:#N/A	ERROR:#N/A	ERROR:#N/A
	Variável X 1	1.8808772074	0.0940812539	19.9920507995	1.80730042775767E-16	1.6867030428	2.075051372	1.6867030428	2.075051372
	RESULTADOS DE RESÍDUOS				RESULTADOS DE PROBABILIDADE
	Observação	Y previsto	Resíduos		Percentil	Y
	1	8.4639474332	4.3360525668		2	9.3
	2	8.6520351539	9.7479648461		6	9.4
	3	9.5924737576	-0.2924737576		10	9.6
	4	9.9686491991	2.4313508009		14	10.5
	5	10.5329123613	0.7670876387		18	11.3
	6	10.721000082	7.978999918		22	11.7
	7	10.721000082	-1.121000082		26	12
	8	12.0376141272	0.9623858728		30	12.4
	9	12.2257018479	1.1742981521		34	12.8
	10	12.9780527309	3.3219472691		38	13
	11	12.9780527309	1.0219472691		42	13.1
	12	13.7304036138	2.0695963862		46	13.4
	13	13.9184913345	-2.2184913345		50	14
	14	14.294666776	-3.794666776		54	14.9
	15	15.047017659	-1.947017659		58	15.3
	16	15.7993685419	-0.4993685419		62	15.3
	17	15.7993685419	-6.3993685419		66	15.8
	18	16.1755439834	1.3244560166		70	16.3
	19	16.9278948663	-4.9278948663		74	17.5
	20	16.9278948663	-2.0278948663		78	18.4
	21	18.4325966322	-3.1325966322		82	18.5
	22	18.4325966322	1.3674033678		86	18.7
	23	18.620684353	-0.120684353		90	18.9
	24	18.620684353	0.779315647		94	19.4
	25	18.620684353	0.279315647		98	19.8
Variável X 1 Plotagem de resíduos
4.5	4.5999999999999996	5.0999999999999996	5.3	5.6	5.7	5.7	6.4	6.5	6.9	6.9	7.3	7.4	7.6	8	8.4	8.4	8.6	9	9	9.8000000000000007	9.8000000000000007	9.9	9.9	9.9	4.33605256683615	9.7479648460991744	-0.2924737575856966	2.4313508009403542	0.76708763872943209	7.9789999179924553	-1.1210000820075443	0.96238587283363408	1.1742981520966609	3.3219472691487617	1.021947269148761	2.0695963862008657	-2.218491334536111	-3.7946667760100592	-1.9470176589579573	-0.499368541905854	-6.3993685419058544	1.3244560166201964	-4.9278948663277014	-2.027894866327701	-3.1325966322234962	1.3674033677765038	-0.12068435296047397	0.77931564703952461	0.27931564703952461	Variável X 1
Resíduos
Taxa de suicídio-Plotagem de ajuste de linha
Y	4.5	4.5999999999999996	5.0999999999999996	5.3	5.6	5.7	5.7	6.4	6.5	6.9	6.9	7.3	7.4	7.6	8	8.4	8.4	8.6	9	9	9.8000000000000007	9.8000000000000007	9.9	9.9	9.9	12.8	18.399999999999999	9.3000000000000007	12.4	11.3	18.7	9.6	13	13.4	16.3	14	15.8	11.7	10.5	13.1	15.3	9.4	17.5	12	14.9	15.3	19.8	18.5	19.399999999999999	18.899999999999999	Y previsto	4.5	4.5999999999999996	5.0999999999999996	5.3	5.6	5.7	5.7	6.4	6.5	6.9	6.9	7.3	7.4	7.6	8	8.4	8.4	8.6	9	9	9.8000000000000007	9.8000000000000007	9.9	9.9	9.9	8.4639474331638507	8.6520351539008242	9.5924737575856973	9.9686491990596462	10.532912361270569	10.721000082007544	10.721000082007544	12.037614127166366	12.225701847903339	12.978052730851239	12.978052730851239	13.730403613799135	13.91849133	453611	14.294666776010059	15.047017658957957	15.799368541905855	15.799368541905855	16.175543983379804	16.927894866327701	16.927894866327701	18.432596632223497	18.432596632223497	18.620684352960474	18.620684352960474	18.620684352960474	Desemprego
Taxa de suicídio
Plotagem de probabilidade normal
2	6	10	14	18	22	26	30	34	38	42	46	50	54	58	62	66	70	74	78	82	86	90	94	98	9.3000000000000007	9.4	9.6	10.5	11.3	11.7	12	12.4	12.8	13	13.1	13.4	14	14.9	15.3	15.3	15.8	16.3	17.5	18.399999999999999	18.5	18.7	18.899999999999999	19.399999999999999	19.8	Percentil da amostra
Y
Plan3
	desemprego	tx_suicidio
	4.5	12.8
	4.6	18.4
	5.1	9.3
	5.3	12.4
	5.6	11.3
	5.7	18.7
	5.7	9.6
	6.4	13
	6.5	13.4
	6.9	16.3
	6.9	14
	7.3	15.8
	7.4	11.7
	7.6	10.5
	8	13.1
	8.4	15.3
	8.4	9.4
	8.6	17.5
	9	12
	9	14.9
	9.8	15.3
	9.8	19.8
	9.9	18.5
	9.9	19.4
	9.9	18.9
	Coefificiente de Pearson
	0.4297562505
Taxa de suicídio x Desemprego
4.5	4.5999999999999996	5.0999999999999996	5.3	5.6	5.7	5.7	6.4	6.5	6.9	6.9	7.3	7.4	7.6	8	8.4	8.4	8.6	9	9	9.8000000000000007	9.8000000000000007	9.9	9.9	9.9	12.8	18.399999999999999	9.3000000000000007	12.4	11.3	18.7	9.6	13	13.4	16.3	14	15.8	11.7	10.5	13.1	15.3	9.4	17.5	12	14.9	15.3	19.8	18.5	19.399999999999999	18.899999999999999	Desemprego
Taxa de suicídio